Person Independent 3D Gaze Estimation From Remote RGB-D Cameras
| Type of publication: | Conference paper |
| Citation: | Funes_ICIP2013 |
| Publication status: | Published |
| Booktitle: | International Conference on Image Processing |
| Year: | 2013 |
| Month: | September |
| Publisher: | IEEE |
| Location: | Melbourne, Australia |
| DOI: | 10.1109/ICIP.2013.6738574 |
| Abstract: | We address the problem of person independent 3D gaze estimation using a remote, low resolution, RGB-D camera. The approach relies on a sparse technique to reconstruct normalized eye test images from a gaze appearance model (a set of eye image/gaze pairs) and infer their gaze accordingly. In this context, the paper makes three contributions: (i) unlike most previous approaches, we exploit the coupling (and constraints) between both eyes to infer their gaze jointly; (ii) we show that a generic gaze appearance model built from the aggregation of person-specific models can be used to handle unseen users and compensate for appearance variations across people, since a test user eyes' appearance will be reconstructed from similar users within the generic model. (iii) we propose an automatic model selection method that leads to comparable performance with a reduced computational load. |
| Keywords: | |
| Projects: |
Idiap TRACOME |
| Authors: | |
| Added by: | [UNK] |
| Total mark: | 0 |
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